Aghbalou, Anass

1. Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability
   2023/05/31 by Anass Aghbalou, Aghbalou, Anass, Guillaume Staerman +1 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM
2. Tail inverse regression for dimension reduction with extreme response
   2021/07/30 by Aghbalou, Anass, Portier, François, Sabourin, Anne +1 · 1 citation
   #62G08 #62G30 #62G32 #62H25 #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
3. Sharp error bounds for imbalanced classification: how many examples in the minority class?
   2023/10/23 by Aghbalou, Anass, Portier, François, Sabourin, Anne · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Cross-validation on Extreme Regions
   2022/02/01 by Anass Aghbalou, Patrice Bertail, Aghbalou, Anass +5 · 1 citation
   Decision Sciences · Engineering · Mathematics · #Control Systems and Identification #FOS: Mathematics #Probabilistic and Robust Engineering Design #Statistical Methods and Inference #Statistics Theory (math.ST)